Functions — github.com/dennybritz/cnn-text-classification-tf

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Functions9 in github.com/dennybritz/cnn-text-classification-tf

⨍ Functions 9 ◇ Types & classes 1

↓ 1 callersFunctionclean_str

Tokenization/string cleaning for all datasets except for SST. Original taken from https://github.com/yoonkim/CNN_sentence/blob/master/process

data_helpers.py:5

↓ 1 callersFunctiondev_step

Evaluates model on a dev set

↓ 1 callersFunctionpreprocess

↓ 1 callersFunctiontrain

(x_train, y_train, vocab_processor, x_dev, y_dev)

↓ 1 callersFunctiontrain_step

A single training step

( self, sequence_length, num_classes, vocab_size, embedding_size, filter_sizes, num_filters, l2_re

Functionbatch_iter

Generates a batch iterator for a dataset.

data_helpers.py:46

Functionload_data_and_labels

Loads MR polarity data from files, splits the data into words and generates labels. Returns split sentences and labels.

data_helpers.py:26